import PV_ICE
import numpy as np
import pandas as pd
import os,sys
from pathlib import Path
import matplotlib.pyplot as plt
from sklearn.linear_model import LinearRegression
from itertools import chain
import plotly.graph_objects as go
import plotly.io as pio
import plotly.express as px
testfolder = str(Path().resolve().parent.parent /'PV_ICE' / 'TEMP')
baselinesfolder = str(Path().resolve().parent.parent /'PV_ICE' / 'baselines')
# Another option using relative address; for some operative systems you might need '/' instead of '\'
# testfolder = os.path.abspath(r'..\..\PV_ICE\TEMP')
print ("Your simulation will be stored in %s" % testfolder)
print(baselinesfolder)
Your simulation will be stored in C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\baselines
#create simulations
r1 = PV_ICE.Simulation(name='ABM_Simulation1', path=testfolder)
r2 = PV_ICE.Simulation(name='ABM_Simulation2', path=testfolder)
r3A = PV_ICE.Simulation(name='ABM_Simulation3A', path=testfolder)
r3B = PV_ICE.Simulation(name='ABM_Simulation3B', path=testfolder)
r3C = PV_ICE.Simulation(name='ABM_Simulation3C', path=testfolder)
r3D = PV_ICE.Simulation(name='ABM_Simulation3D', path=testfolder)
r4 = PV_ICE.Simulation(name='ABM_Simulation4', path=testfolder)
r4A = PV_ICE.Simulation(name='ABM_Simulation4A', path=testfolder)
r4B = PV_ICE.Simulation(name='ABM_Simulation4B', path=testfolder)
r4C = PV_ICE.Simulation(name='ABM_Simulation4C', path=testfolder)
r4D = PV_ICE.Simulation(name='ABM_Simulation4D', path=testfolder)
#create 10 scenarios in each simulation: 1st is standard in PV ICE, 2-10 are scenarios a-i in ABM
SIMULATIONS = [r1,r2,r4]
SCENARIOS = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
for mysimulation in SIMULATIONS:
for myscenario in SCENARIOS:
mysimulation.createScenario(name=myscenario, file=r'..\baselines\baseline_modules_US.csv')
mysimulation.scenario[myscenario].addMaterial('glass', file=r'..\baselines\baseline_material_glass.csv')
mysimulation.scenario[myscenario].addMaterial('aluminium_frames', file=r'..\baselines\baseline_material_aluminium_frames.csv')
mysimulation.scenario[myscenario].addMaterial('silver', file=r'..\baselines\baseline_material_silver.csv')
mysimulation.scenario[myscenario].addMaterial('silicon', file=r'..\baselines\baseline_material_silicon.csv')
mysimulation.scenario[myscenario].addMaterial('copper', file=r'..\baselines\baseline_material_copper.csv')
#create r3 for select scenarios: split up into 4 separate simulations: r3A, r3B, r3C, r3D
#Henry Hieslmair gives four classes of reliability bins: A, B, C, D; with A being most reliable, D being least reliable
REPAIR_SCENARIOS = ['better_learning', 'juliens_baseline', 'landfill_ban']
r3_simulations = [r3A, r3B, r3C, r3D]
for myr3simulation in r3_simulations:
for myscenario in REPAIR_SCENARIOS:
scenario_name = myscenario
myr3simulation.createScenario(name=myscenario, file=r'..\baselines\baseline_modules_US.csv')
myr3simulation.scenario[myscenario].addMaterial('glass', file=r'..\baselines\baseline_material_glass.csv')
myr3simulation.scenario[myscenario].addMaterial('aluminium_frames', file=r'..\baselines\baseline_material_aluminium_frames.csv')
myr3simulation.scenario[myscenario].addMaterial('silver', file=r'..\baselines\baseline_material_silver.csv')
myr3simulation.scenario[myscenario].addMaterial('silicon', file=r'..\baselines\baseline_material_silicon.csv')
myr3simulation.scenario[myscenario].addMaterial('copper', file=r'..\baselines\baseline_material_copper.csv')
#create r4 for select scenarios: r4A, r4B, r4C, r4D
REPAIR_SCENARIOS = ['better_learning', 'juliens_baseline', 'landfill_ban']
r4_simulations = [r4A, r4B, r4C, r4D]
for myr4simulation in r4_simulations:
for myscenario in REPAIR_SCENARIOS:
scenario_name = myscenario
myr4simulation.createScenario(name=myscenario, file=r'..\baselines\baseline_modules_US.csv')
myr4simulation.scenario[myscenario].addMaterial('glass', file=r'..\baselines\baseline_material_glass.csv')
myr4simulation.scenario[myscenario].addMaterial('aluminium_frames', file=r'..\baselines\baseline_material_aluminium_frames.csv')
myr4simulation.scenario[myscenario].addMaterial('silver', file=r'..\baselines\baseline_material_silver.csv')
myr4simulation.scenario[myscenario].addMaterial('silicon', file=r'..\baselines\baseline_material_silicon.csv')
myr4simulation.scenario[myscenario].addMaterial('copper', file=r'..\baselines\baseline_material_copper.csv')
path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP path = C:\Users\ahegedus\Documents\GitHub\PV_ICE\PV_ICE\TEMP
#Irena RL Weibull Parameters to use for r1, r2, r4
weibull_IrenaRL = {'alpha': 5.3759, 'beta': 30}
#Henry Hieslmair Weibull Parameters to use for r3A, r3B, r3C, r3D, r4A, r4B, r4C, r4D
weibullInputParamsA = {'alpha': 2.810, 'beta': 100.238} #most reliable
weibullInputParamsB = {'alpha': 3.841, 'beta': 57.491}
weibullInputParamsC = {'alpha': 4.602, 'beta': 40.767}
weibullInputParamsD = {'alpha': 5.692, 'beta': 29.697} #least reliable
#cleaning up ABM outputs
ABM_SCENARIOS = SCENARIOS[1:]
#reading in cumulative mass file
ABM_outputs_mass_cum = pd.read_csv(r'..\baselines\ABM\ABM_outputs_mass_cumulative.csv')
file_scenario_names = ABM_outputs_mass_cum['Scenario'].unique().tolist()
ABM_outputs_mass_cum = ABM_outputs_mass_cum.replace(file_scenario_names, ABM_SCENARIOS)
ABM_outputs_mass_cum = ABM_outputs_mass_cum.rename(columns = {'Mass of PV materials repaired (million tonnes)': 'Repaired',
'Mass of PV materials reused (million tonnes)':'Reused',
'Mass of PV materials recycled (million tonnes)':'Recycled',
'Mass of PV materials landfilled (million tonnes)':'Landfilled',
'Mass of PV materials stored (million tonnes)':'Stored'})
#convert from million metric tonnes to metric tonnes for comparison
ABM_outputs_mass_cum['Repaired'] = ABM_outputs_mass_cum['Repaired'] * 1000000
ABM_outputs_mass_cum['Reused'] = ABM_outputs_mass_cum['Reused'] * 1000000
ABM_outputs_mass_cum['Recycled'] = ABM_outputs_mass_cum['Recycled'] * 1000000
ABM_outputs_mass_cum['Landfilled'] = ABM_outputs_mass_cum['Landfilled'] * 1000000
ABM_outputs_mass_cum['Stored'] = ABM_outputs_mass_cum['Stored'] * 1000000
#change ABM_outputs_mass_cum cumulatives to yearly
ABM_outputs_mass_yearly = ABM_outputs_mass_cum.copy()
mass_diff = ABM_outputs_mass_cum.groupby('Scenario').diff().fillna(0).astype(int)
colnames = ['Repaired', 'Reused','Recycled','Landfilled','Stored']
for col in colnames:
ABM_outputs_mass_yearly[col] = mass_diff[col]
#create a waste column
ABM_outputs_mass_cum['Waste'] = ABM_outputs_mass_cum['Landfilled'] + ABM_outputs_mass_cum['Stored']
ABM_outputs_mass_yearly['Waste'] = ABM_outputs_mass_yearly['Landfilled'] + ABM_outputs_mass_yearly['Stored']
#change ABM_outputs_mass_yearly to mass fractions and call new df ABM_outputs_mass_fraction_yearly
ABM_outputs_mass_fraction_yearly = ABM_outputs_mass_yearly.copy()
ABM_outputs_mass_fraction_yearly['Total'] = ABM_outputs_mass_fraction_yearly['Repaired'] + ABM_outputs_mass_fraction_yearly['Reused'] + ABM_outputs_mass_fraction_yearly['Recycled'] + ABM_outputs_mass_fraction_yearly['Landfilled'] + ABM_outputs_mass_fraction_yearly['Stored']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_repaired_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Repaired']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_reused_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Reused']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_recycled_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Recycled']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_landfilled_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Landfilled']/ABM_outputs_mass_fraction_yearly['Total']
ABM_outputs_mass_fraction_yearly['mass_fraction_PV_materials_stored_milliontonnes'] = ABM_outputs_mass_fraction_yearly['Stored']/ABM_outputs_mass_fraction_yearly['Total']
#replace NaNs with 0s
ABM_outputs_mass_fraction_yearly = ABM_outputs_mass_fraction_yearly.replace(np.nan, 0)
#drop mass cols
ABM_outputs_mass_fraction_yearly = ABM_outputs_mass_fraction_yearly.drop(columns = ['Repaired', 'Reused','Recycled','Landfilled','Stored','Total','Waste'])
#rename ABM_outputs_mass_fraction_yearly to ABM_outputs to use for simulations
ABM_outputs = ABM_outputs_mass_fraction_yearly.copy()
#modify values of each scenario 2-10 based on ABM outputs
#first, set 'mod_EOL_collected_recycled' to 100% in scenarios 2-10 for years 2022 on (assume all collected modules are recycled)
past_years_collected_recycled = [r1.scenario['standard_PVICE'].data['mod_EOL_collected_recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
#create new list to replace 'mod_EOL_collected_recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
new_mod_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in ABM_SCENARIOS:
r1.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
#next, set 'mat_EOL_collected_Recycled' to 100% for each material in scenarios 2-10 for years 2022 on (assume all collected materials are recycled)
MATERIALS = ['glass','aluminium_frames','silver','silicon','copper']
for mymaterial in MATERIALS:
past_years_collected_recycled = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
#create new list to replace 'mat_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
new_mat_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in ABM_SCENARIOS:
r1.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
#next, modify 3 additional inputs for each scenario 2-10, with values depending on the scenario, coming from ABM outputs
MODIFIED_MODULE_BASELINES = ['mod_Repair','mod_Reuse','mod_EOL_collection_eff']
len(r1.scenario['landfill_ban'].data['mod_Reuse']) #all inputs have 56 rows
#keep first 27 rows corresponding to 1995-2021 values
56
#changing repair, eol collection eff, and reuse module baselines for all ABM scenarios
for myscenario in ABM_SCENARIOS:
frames1 = []
frames2 = []
frames3 = []
new_outputs = []
scenario_filter = []
new_mod_Repairing = []
new_mod_Recycling = []
new_mod_Reuse = []
scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
new_outputs = ABM_outputs.query(scenario_filter)
#replace repairing baselines
repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
repairs.index = list(range(31))
frames1 = [r1.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
new_mod_Repairing = pd.concat(frames1)
r1.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
#replace recycling baselines
recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
if myscenario == 'high_mat_recovery_cheap_recycling':
recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
else:
recycles = recycled/0.80 #must change as ABM gives effective recycling rate
recycles.index = list(range(31))
frames2 = [r1.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
new_mod_Recycling = pd.concat(frames2)
r1.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
#replace reuse baselines
reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
reuses.index = list(range(31))
frames3 = [r1.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
new_mod_Reuse = pd.concat(frames3)
r1.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myscenario in ABM_SCENARIOS:
r1.scenario[myscenario].data['mod_lifetime'] = 40
#use electrification futures base new installs
electric_module_baseline = pd.read_csv(r'..\baselines\ElectrificationFutures_2021\baseline_modules_US_NREL_Electrification_Futures_2021_basecase.csv')
electric_new_installs = electric_module_baseline['new_Installed_Capacity_[MW]'][1:].reset_index(drop=True).astype(float)
for myscenario in SCENARIOS:
r1.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs
def lifetime_line(year):
""""
This function takes in a year and outputs the module lifetime based on scenario e) in ABM.
Inputs
year = desired year
"""
m = (60-15.9)/(2050-2000)
y = m*(year-2000) + 15.9
return(y)
#create list of mod_lifetime values based on linear regression
years = list(range(2022,2051)) #ONLY WANT to modify 2022 ONWARD
mod_lifetimes_list = []
for myyear in years:
mod_lifetimes_list += [lifetime_line(myyear)]
mod_lifetimes_df = pd.DataFrame()
mod_lifetimes_df['year'] = years
mod_lifetimes_df['mod_lifetime'] = mod_lifetimes_list
#changing mod_lifetime in scenario e) better_lifetime
new_mod_lifetime = list(r1.scenario[myscenario].data['mod_lifetime'][0:27].values) + mod_lifetimes_list
r1.scenario['better_lifetime'].data['mod_lifetime'] = new_mod_lifetime
#create linear regression for mod_reliability_t50 & mod_reliability_t90 vs. mod_lifetime
#to estimate t50 and t90 values to input for improved lifetime scenario
reliability_baselines = pd.DataFrame()
reliability_baselines['mod_lifetime'] = r1.scenario['standard_PVICE'].data['mod_lifetime']
reliability_baselines['mod_reliability_t50'] = r1.scenario['standard_PVICE'].data['mod_reliability_t50']
reliability_baselines['mod_reliability_t90'] = r1.scenario['standard_PVICE'].data['mod_reliability_t90']
X_lifetime = reliability_baselines.iloc[:, 0].values.reshape(-1, 1) # values converts it into a numpy array
Y1_t50 = reliability_baselines.iloc[:, 1].values.reshape(-1, 1) # -1 means that calculate the dimension of rows, but have 1 column
Y2_t90 = reliability_baselines.iloc[:, 2].values.reshape(-1, 1)
better_lifetimes = np.array(mod_lifetimes_list).reshape(-1,1)
linear_regressor_Y1 = LinearRegression()
linear_regressor_Y1.fit(X_lifetime, Y1_t50) # perform linear regression
better_lifetime_t50_list = linear_regressor_Y1.predict(better_lifetimes).tolist() # make predictions based on improved lifetime values
better_lifetime_t50_list = list(chain(*better_lifetime_t50_list)) #unnest list
linear_regressor_Y2 = LinearRegression()
linear_regressor_Y2.fit(X_lifetime, Y2_t90)
better_lifetime_t90_list = linear_regressor_Y2.predict(better_lifetimes).tolist()
better_lifetime_t90_list = list(chain(*better_lifetime_t90_list)) #unnest list
#changing mod_reliability_t50 & mod_reliability_t90 in scenario e) better_lifetime
new_mod_t50 = list(r1.scenario[myscenario].data['mod_reliability_t50'][0:27].values) + better_lifetime_t50_list
r1.scenario['better_lifetime'].data['mod_reliability_t50'] = new_mod_t50
new_mod_t90 = list(r1.scenario[myscenario].data['mod_reliability_t90'][0:27].values) + better_lifetime_t90_list
r1.scenario['better_lifetime'].data['mod_reliability_t90'] = new_mod_t90
#copy same parameter modifications for r2 as in r1
for myscenario in ABM_SCENARIOS:
r2.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
for mymaterial in MATERIALS:
past_years_collected_recycled = [r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
new_mat_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in ABM_SCENARIOS:
r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
for myscenario in ABM_SCENARIOS:
frames1 = []
frames2 = []
frames3 = []
new_outputs = []
scenario_filter = []
new_mod_Repairing = []
new_mod_Recycling = []
new_mod_Reuse = []
scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
new_outputs = ABM_outputs.query(scenario_filter)
#replace repairing baselines
repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
repairs.index = list(range(31))
frames1 = [r2.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
new_mod_Repairing = pd.concat(frames1)
r2.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
#replace recycling baselines
recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
if myscenario == 'high_mat_recovery_cheap_recycling':
recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
else:
recycles = recycled/0.80 #must change as ABM gives effective recycling rate
recycles.index = list(range(31))
frames2 = [r2.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
new_mod_Recycling = pd.concat(frames2)
r2.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
#replace reuse baselines
reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
reuses.index = list(range(31))
frames3 = [r2.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
new_mod_Reuse = pd.concat(frames3)
r2.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myscenario in ABM_SCENARIOS:
r2.scenario[myscenario].data['mod_lifetime'] = 40
r2.scenario['better_lifetime'].data['mod_lifetime'] = new_mod_lifetime
r2.scenario['better_lifetime'].data['mod_reliability_t50'] = new_mod_t50
r2.scenario['better_lifetime'].data['mod_reliability_t90'] = new_mod_t90
#FRELP recovery rates and qualities
frelp_results = pd.DataFrame()
frelp_results['mat'] = ['silver','copper','aluminium_frames','silicon','glass']
frelp_results['recovery_rate'] = [94,97,99.4,97,98]
frelp_results['mat_recycled_into_HQ'] = [100,100,100,100,100] #########MODIFY THIS BASED ON RESEARCH VALUES!
frelp_results
| mat | recovery_rate | mat_recycled_into_HQ | |
|---|---|---|---|
| 0 | silver | 94.0 | 100 |
| 1 | copper | 97.0 | 100 |
| 2 | aluminium_frames | 99.4 | 100 |
| 3 | silicon | 97.0 | 100 |
| 4 | glass | 98.0 | 100 |
#Modify 'mat_EOL_Recycling_eff', 'mat_EOL_Recycled_into_HQ', 'mat_EOL_RecycledHQ_Reused4MFG'
new_HQ4MFG = [100]*(2050-2021)
for mymaterial in MATERIALS:
#modifying 'mat_EOL_Recycling_eff'
past_recycling_eff = [r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
#modifiying 'mat_EOL_Recycled_into_HQ'
past_HQ_recycling = [r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
#modifying 'mat_EOL_RecycledHQ_Reused4MFG'
past_HQ4MFG = list(r2.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
for myscenario in ABM_SCENARIOS:
r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
r2.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG
#use electrification futures base new installs
for myscenario in SCENARIOS:
r2.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs
#Figure out which scenarios to include
#ABM_outputs.groupby('Scenario').sum()['mass_fraction_PV_materials_repaired_milliontonnes'].sort_values()
#calculate scenarios with highest repair rates: better lifetime, better learning, julien’s baseline, landfill ban
#only do better learning, julien’s baseline, landfill ban as better lifetime already had different reliability
#copy same parameter modifications for each r3 simulation as in r2
new_HQ4MFG = [100]*(2050-2021)
for myr3simulation in r3_simulations:
for myscenario in REPAIR_SCENARIOS:
myr3simulation.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
for mymaterial in MATERIALS:
past_years_collected_recycled = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
#create new list to replace 'mod_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
new_mat_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in REPAIR_SCENARIOS:
myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
for myscenario in REPAIR_SCENARIOS:
frames1 = []
frames2 = []
frames3 = []
new_outputs = []
scenario_filter = []
new_mod_Repairing = []
new_mod_Recycling = []
new_mod_Reuse = []
scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
new_outputs = ABM_outputs.query(scenario_filter)
#replace repairing baselines
repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
repairs.index = list(range(31))
frames1 = [myr3simulation.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
new_mod_Repairing = pd.concat(frames1)
myr3simulation.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
#replace recycling baselines
recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
if myscenario == 'high_mat_recovery_cheap_recycling':
recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
else:
recycles = recycled/0.80 #must change as ABM gives effective recycling rate
recycles.index = list(range(31))
frames2 = [myr3simulation.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
new_mod_Recycling = pd.concat(frames2)
myr3simulation.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
#replace reuse baselines
reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
reuses.index = list(range(31))
frames3 = [myr3simulation.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
new_mod_Reuse = pd.concat(frames3)
myr3simulation.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
for mymaterial in MATERIALS:
#modifying 'mat_EOL_Recycling_eff'
past_recycling_eff = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
#modifiying 'mat_EOL_Recycled_into_HQ'
past_HQ_recycling = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
#modifying 'mat_EOL_RecycledHQ_Reused4MFG'
past_HQ4MFG = list(r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
for myscenario in REPAIR_SCENARIOS:
myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
myr3simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myr3simulation in r3_simulations:
for myscenario in REPAIR_SCENARIOS:
myr3simulation.scenario[myscenario].data['mod_lifetime'] = 40
#modify shape parameters (overrides t50 and t90 baselines) -- values from Henry Hieslmair
weibullInputParamsA = {'alpha': 2.810, 'beta': 100.238}
weibullInputParamsB = {'alpha': 3.841, 'beta': 57.491}
weibullInputParamsC = {'alpha': 4.602, 'beta': 40.767}
weibullInputParamsD = {'alpha': 5.692, 'beta': 29.697}
#use electrification futures base new installs
for myr3simulation in r3_simulations:
for myscenario in REPAIR_SCENARIOS:
myr3simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs
#modify parameters for r4
#copy same parameter modifications for r4 as in r2
for myscenario in ABM_SCENARIOS:
r4.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
for mymaterial in MATERIALS:
past_years_collected_recycled = [r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
#create new list to replace 'mod_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
new_mat_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in ABM_SCENARIOS:
r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
for myscenario in ABM_SCENARIOS:
frames1 = []
frames2 = []
frames3 = []
new_outputs = []
scenario_filter = []
new_mod_Repairing = []
new_mod_Recycling = []
new_mod_Reuse = []
scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
new_outputs = ABM_outputs.query(scenario_filter)
#replace repairing baselines
repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
repairs.index = list(range(31))
frames1 = [r4.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
new_mod_Repairing = pd.concat(frames1)
r4.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
#replace recycling baselines
recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
if myscenario == 'high_mat_recovery_cheap_recycling':
recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
else:
recycles = recycled/0.80 #must change as ABM gives effective recycling rate
recycles.index = list(range(31))
frames2 = [r4.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
new_mod_Recycling = pd.concat(frames2)
r4.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
#replace reuse baselines
reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
reuses.index = list(range(31))
frames3 = [r4.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
new_mod_Reuse = pd.concat(frames3)
r4.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myscenario in ABM_SCENARIOS:
r4.scenario[myscenario].data['mod_lifetime'] = 40
r4.scenario['better_lifetime'].data['mod_lifetime'] = new_mod_lifetime
r4.scenario['better_lifetime'].data['mod_reliability_t50'] = new_mod_t50
r4.scenario['better_lifetime'].data['mod_reliability_t90'] = new_mod_t90
new_HQ4MFG = [100]*(2050-2021)
for mymaterial in MATERIALS:
#modifying 'mat_EOL_Recycling_eff'
past_recycling_eff = [r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
#modifiying 'mat_EOL_Recycled_into_HQ'
past_HQ_recycling = [r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
#modifying 'mat_EOL_RecycledHQ_Reused4MFG'
past_HQ4MFG = list(r4.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
for myscenario in ABM_SCENARIOS:
r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
r4.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG
#use electrification futures base new installs
for myscenario in SCENARIOS:
r4.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs
#modify parameters for r4A, r4B, r4C, r4D (same as r3 modifications)
new_HQ4MFG = [100]*(2050-2021)
for myr4simulation in r4_simulations:
for myscenario in REPAIR_SCENARIOS:
myr4simulation.scenario[myscenario].data['mod_EOL_collected_recycled'] = new_mod_recycled
for mymaterial in MATERIALS:
past_years_collected_recycled = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_collected_Recycled'][0]]*(2022-1995)
new_collected_recycled = [100]*(2050-2021)
#create new list to replace 'mod_EOL_collected_Recycled' with, with 1995-2021 original baseline module values, and 2022-2050 at 100%
new_mat_recycled = past_years_collected_recycled + new_collected_recycled
for myscenario in REPAIR_SCENARIOS:
myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_collected_Recycled'] = new_mat_recycled
for myscenario in REPAIR_SCENARIOS:
frames1 = []
frames2 = []
frames3 = []
new_outputs = []
scenario_filter = []
new_mod_Repairing = []
new_mod_Recycling = []
new_mod_Reuse = []
scenario_filter = 'Scenario == ' + '\"' + myscenario + '\"'
new_outputs = ABM_outputs.query(scenario_filter)
#replace repairing baselines
repairs = new_outputs.loc[:,'mass_fraction_PV_materials_repaired_milliontonnes']*100
repairs.index = list(range(31))
frames1 = [myr4simulation.scenario[myscenario].data['mod_Repair'][0:27],repairs[2:]]
new_mod_Repairing = pd.concat(frames1)
myr4simulation.scenario[myscenario].data['mod_Repair'] = new_mod_Repairing.values
#replace recycling baselines
recycled = new_outputs.loc[:,'mass_fraction_PV_materials_recycled_milliontonnes']*100
if myscenario == 'high_mat_recovery_cheap_recycling':
recycles = recycled/0.96 #reflects higher material recovery rate (must change as ABM gives effective recycling rate)
else:
recycles = recycled/0.80 #must change as ABM gives effective recycling rate
recycles.index = list(range(31))
frames2 = [myr4simulation.scenario[myscenario].data['mod_EOL_collection_eff'][0:27],recycles[2:]]
new_mod_Recycling = pd.concat(frames2)
myr4simulation.scenario[myscenario].data['mod_EOL_collection_eff'] = new_mod_Recycling.values
#replace reuse baselines
reuses = new_outputs.loc[:,'mass_fraction_PV_materials_reused_milliontonnes']*100
reuses.index = list(range(31))
frames3 = [myr4simulation.scenario[myscenario].data['mod_Reuse'][0:27],reuses[2:]]
new_mod_Reuse = pd.concat(frames3)
myr4simulation.scenario[myscenario].data['mod_Reuse'] = new_mod_Reuse.values
for mymaterial in MATERIALS:
#modifying 'mat_EOL_Recycling_eff'
past_recycling_eff = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycling_eff'][0]]*(2022-1995)
new_recycling_eff = frelp_results[frelp_results.mat.isin([mymaterial])]['recovery_rate'].values.tolist()*(2050-2021)
new_mat_EOL_recycling_eff = past_recycling_eff + new_recycling_eff
#modifiying 'mat_EOL_Recycled_into_HQ'
past_HQ_recycling = [r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'][0]]*(2022-1995)
new_HQ_recycling = frelp_results[frelp_results.mat.isin([mymaterial])]['mat_recycled_into_HQ'].values.tolist()*(2050-2021)
new_mat_EOL_recycled_into_HQ = past_HQ_recycling + new_HQ_recycling
#modifying 'mat_EOL_RecycledHQ_Reused4MFG'
past_HQ4MFG = list(r1.scenario['standard_PVICE'].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'][0:27].values)
new_recycledHQ_reused4MFG = past_HQ4MFG + new_HQ4MFG
for myscenario in REPAIR_SCENARIOS:
myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycling_eff'] = new_mat_EOL_recycling_eff
myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_Recycled_into_HQ'] = new_mat_EOL_recycled_into_HQ
myr4simulation.scenario[myscenario].material[mymaterial].materialdata['mat_EOL_RecycledHQ_Reused4MFG'] = new_recycledHQ_reused4MFG
#also change mod_lifetime = 40 for all years to agree with Irena RL
for myr4simulation in r4_simulations:
for myscenario in REPAIR_SCENARIOS:
myr4simulation.scenario[myscenario].data['mod_lifetime'] = 40
#use electrification futures base new installs
for myr4simulation in r4_simulations:
for myscenario in REPAIR_SCENARIOS:
myr4simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'] = electric_new_installs
r1.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
r2.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
r3A.calculateMassFlow(weibullInputParams= weibullInputParamsA)
r3B.calculateMassFlow(weibullInputParams= weibullInputParamsB)
r3C.calculateMassFlow(weibullInputParams= weibullInputParamsC)
r3D.calculateMassFlow(weibullInputParams= weibullInputParamsD)
#r4.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
r4A.calculateMassFlow(weibullInputParams= weibullInputParamsA)
r4B.calculateMassFlow(weibullInputParams= weibullInputParamsB)
r4C.calculateMassFlow(weibullInputParams= weibullInputParamsC)
r4D.calculateMassFlow(weibullInputParams= weibullInputParamsD)
Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper
#Under_Installment = []
#scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
#for i in range (0, len(r4.scenario['juliens_baseline'].data)): #runs for each year
# for myscenario in scenarios[1:9]:
# Under_Installment = ( (r4.scenario['juliens_baseline'].data['Installed_Capacity_[W]'][i] -
# r4.scenario[myscenario].data['Installed_Capacity_[W]'][i])/1000000 ) # MWATTS
# r4.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment
# r4.calculateMassFlow(weibullInputParams= weibull_IrenaRL)
Working on Scenario: standard_PVICE ********************
<ipython-input-34-cd8f84e8fdab>:7: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy r4.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment
Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: standard_PVICE ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_mat_recovery_cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: cheap_recycling ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: high_landfill_costs ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_lifetime ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: reuse_warranties ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: seeding_reuse ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper
#####SILVANA PLEASE DOUBLE CHECK THIS##################################################
Under_Installment = []
weibullparams = [weibullInputParamsA, weibullInputParamsB, weibullInputParamsC, weibullInputParamsD]
for myr4simulation in r4_simulations:
myweibullparams = weibullparams[r4_simulations.index(myr4simulation)]
for i in range (0, len(myr4simulation.scenario['juliens_baseline'].data)): #runs for each year
for myscenario in REPAIR_SCENARIOS:
Under_Installment = ((myr4simulation.scenario['juliens_baseline'].data['Installed_Capacity_[W]'][i] -
myr4simulation.scenario[myscenario].data['Installed_Capacity_[W]'][i])/1000000 ) # MWATTS
myr4simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment
myr4simulation.calculateMassFlow(weibullInputParams= myweibullparams)
<ipython-input-35-94328657aa0a>:9: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy myr4simulation.scenario[myscenario].data['new_Installed_Capacity_[MW]'][i] += Under_Installment
Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: better_learning ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: juliens_baseline ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper Working on Scenario: landfill_ban ******************** Finished Area+Power Generation Calculations ==> Working on Material : glass ==> Working on Material : aluminium_frames ==> Working on Material : silver ==> Working on Material : silicon ==> Working on Material : copper
USyearly=pd.DataFrame()
keyword='mat_Virgin_Stock'
materials = ['glass', 'aluminium_frames','silicon', 'silver', 'copper']
SIMULATIONS = [r1,r2, r3A, r3B, r3C, r3D, r4, r4A, r4B, r4C, r4D]
# Loop over Simulations
for mysimulation in SIMULATIONS:
for jj in range(0, len(mysimulation.scenario)): # Loop over Scenarios
case = list(mysimulation.scenario.keys())[jj] # case gives scenario name
for ii in range (0, len(materials)):
material = materials[ii]
foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
foo = foo.to_frame(name=material)
USyearly["VirginStock_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
filter_col = [col for col in USyearly if (col.startswith('VirginStock') and col.endswith(mysimulation.name+'_'+case)) ]
USyearly['VirginStock_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)
keyword='mat_Total_Landfilled'
for mysimulation in SIMULATIONS:
for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
case = list(mysimulation.scenario.keys())[jj]
for ii in range (0, len(materials)):
material = materials[ii]
foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
foo = foo.to_frame(name=material)
USyearly["Waste_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
filter_col = [col for col in USyearly if (col.startswith('Waste') and col.endswith(mysimulation.name+'_'+case)) ]
USyearly['Waste_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)
keyword='mat_Total_EOL_Landfilled'
for mysimulation in SIMULATIONS:
for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
case = list(mysimulation.scenario.keys())[jj]
for ii in range (0, len(materials)):
material = materials[ii]
foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
foo = foo.to_frame(name=material)
USyearly["Waste_EOL_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
filter_col = [col for col in USyearly if (col.startswith('Waste_EOL') and col.endswith(mysimulation.name+'_'+case)) ]
USyearly['Waste_EOL_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)
keyword='mat_EoL_Recycled_HQ_into_MFG'
r1_r2 = [r1,r2]
for mysimulation in r1_r2:
for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
case = list(mysimulation.scenario.keys())[jj]
for ii in range (0, len(materials)):
material = materials[ii]
foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
foo = foo.to_frame(name=material)
USyearly["EOL_Recycled_HQ_into_MFG_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
filter_col = [col for col in USyearly if (col.startswith('EOL_Recycled_HQ_into_MFG') and col.endswith(mysimulation.name+'_'+case)) ]
USyearly['EOL_Recycled_HQ_into_MFG_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)
keyword='mat_EOL_Recycled_HQ_into_OU'
for mysimulation in r1_r2:
for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
case = list(mysimulation.scenario.keys())[jj]
for ii in range (0, len(materials)):
material = materials[ii]
foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
foo = foo.to_frame(name=material)
USyearly["EOL_Recycled_HQ_into_OU_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
filter_col = [col for col in USyearly if (col.startswith('EOL_Recycled_HQ_into_OU') and col.endswith(mysimulation.name+'_'+case)) ]
USyearly['EOL_Recycled_HQ_into_OU_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)
keyword='mat_EOL_Recycled_2_OQ'
for mysimulation in r1_r2:
for jj in range(0, len(mysimulation.scenario)): #goes from 0 to 9
case = list(mysimulation.scenario.keys())[jj]
for ii in range (0, len(materials)):
material = materials[ii]
foo = mysimulation.scenario[case].material[material].materialdata[keyword].copy()
foo = foo.to_frame(name=material)
USyearly["EOL_Recycled_2_OQ_"+material+'_'+mysimulation.name+'_'+case] = foo[material]
filter_col = [col for col in USyearly if (col.startswith('EOL_Recycled_2_OQ') and col.endswith(mysimulation.name+'_'+case)) ]
USyearly['EOL_Recycled_2_OQ_Module_'+mysimulation.name+'_'+case] = USyearly[filter_col].sum(axis=1)
USyearly = USyearly/1000000 #Convert to metric tonnes
#907185 -- this is for US tons
keyword='new_Installed_Capacity_[MW]'
#for simulations r1 through r4
for mysimulation in SIMULATIONS[0:7]:
newcolname = keyword+'_'+mysimulation.name
if newcolname in USyearly:
USyearly[newcolname] = USyearly[newcolname]+mysimulation.scenario[list(mysimulation.scenario.keys())[0]].data[keyword]
else:
USyearly[keyword+'_'+mysimulation.name] = mysimulation.scenario[list(mysimulation.scenario.keys())[0]].data[keyword]
#for simulations r4A through r4D
#this is not working for some reason...
for mysimulation in SIMULATIONS[7:]:
for myscenario in REPAIR_SCENARIOS:
newcolname = keyword+'_'+mysimulation.name+'_'+myscenario
if newcolname in USyearly:
USyearly[newcolname] = USyearly[newcolname]+mysimulation.scenario[myscenario].data[keyword]
else:
USyearly[newcolname] = mysimulation.scenario[myscenario].data[keyword]
UScum = USyearly.copy()
UScum = UScum.cumsum()
keyword='Installed_Capacity_[W]'
for mysimulation in SIMULATIONS:
for i in range(0, len(mysimulation.scenario)):
case = list(mysimulation.scenario.keys())[i]
foo = mysimulation.scenario[case].data[keyword]
foo = foo.to_frame(name=keyword)
UScum["Capacity_"+mysimulation.name+'_'+case] = foo[keyword].values/1000000 #change to MW
USyearly.index = r1.scenario['standard_PVICE'].data['year']
UScum.index = r1.scenario['standard_PVICE'].data['year']
USyearly.to_csv('ABM_Yearly_Results.csv')
UScum.to_csv('ABM_Cumulative_Results.csv')
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation1'))]
df = UScum[filter_col]
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
"year": "Year",
"value": "Virgin Material Demand [metric tonnes]",
"variable" :"Scenario"
})
fig1.update_layout(title_text='Simulation 1: Cumulative Virgin Material Demand', title_x=0.2)
fig1.show()
# average cumulative virgin material demand for later simulation 2 comparison
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation1'))]
df = UScum[filter_col]
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
df_avg_r1_virgin_material_demand_cum = df.groupby(['year']).mean()
df_avg_r1_virgin_material_demand_cum['year'] = list(range(2020,2051))
df_avg_r1_virgin_material_demand_cum['variable'] = 'Average Cumulative Virgin Material Demand from Simulation 1'
#cumulative at 2050 results for Virgin Material Demand
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df = df.sort_values('value')
df = df.rename(columns={'variable':'Scenario','value':'Cumulative Virgin Material Demand at 2050 [metric tonnes]'})
df = df.round(0)
df.to_csv('r1 cumulative at 2050 virgin material demand.csv')
df_avg = pd.DataFrame()
df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'] = [df['Cumulative Virgin Material Demand at 2050 [metric tonnes]'].mean()]
df_avg['high'] = [df['Cumulative Virgin Material Demand at 2050 [metric tonnes]'].max()]
df_avg['low'] = [df['Cumulative Virgin Material Demand at 2050 [metric tonnes]'].min()]
df_avg['year'] = [2050]
#calculate max and min relative to average
bigger_range = max(df_avg['high'][0] - df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'][0],abs(df_avg['low'][0] - df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'][0]))
percent_diff = (bigger_range/df_avg['Cumulative Virgin Material Demand at 2050 [metric tonnes]'][0]*100).round(1)
fig1 = px.bar(df_avg, x='year', y='Cumulative Virgin Material Demand at 2050 [metric tonnes]', labels={
'Cumulative Virgin Material Demand at 2050 [metric tonnes]':'Material Demand [metric tonnes]',
"year": ""}, width=500, height=500)
fig1.update_layout(title_text='Simulation 1: Cumulative Virgin Material Demand at 2050', title_x=0.5)
fig1.add_annotation(dict(font=dict(color='black',size=20),
x=0.4,
y=1.05,
showarrow=False,
text='+/- ' + str(percent_diff) + '%',
textangle=0,
xanchor='left',
xref="paper",
yref="paper"))
for data in fig1.data:
data["width"] = 0.15 #Change this value for bar widths
fig1.update_xaxes(type='category')
fig1.show()
#graph recycled material stacked bar chart cumulative at 2050
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation1','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation1','EOL_Recycled_2_OQ_Module_ABM_Simulation1')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios * 3
df['Recycled Material Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10
fig1 = px.bar(df, x="Scenario", y="value", color="Recycled Material Type", title="Simulation 1: Cumulative Recycled Material at 2050",
labels={'value':'Recycled Material [metric tonnes]'})
fig1.update_layout(title_x=0.2)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.78
))
fig1.show()
<ipython-input-214-6b412a20474f>:4: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = USyearly[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
"year": "Year",
"value": "Waste [metric tonnes]",
"variable" :"Scenario"
})
fig1.update_layout(title_text='Simulation 1: Yearly Waste', title_x=0.25)
fig1.show()
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
"year": "Year",
"value": "Waste [metric tonnes]",
"variable" :"Scenario"
})
fig1.update_layout(title_text='Simulation 1: Cumulative Waste', title_x=0.25)
fig1.show()
# comparing to Julien's: making a cumulative at 2050 df for r1
ABM_outputs_mass_cum_2050 = ABM_outputs_mass_cum[ABM_outputs_mass_cum.Year.isin([2050])]
ABM_outputs_mass_cum_2050 = ABM_outputs_mass_cum_2050.replace(ABM_SCENARIOS, pretty_scenarios[1:])
ABM_outputs_mass_cum_2050 = ABM_outputs_mass_cum_2050.rename(columns = {'Waste':'Cumulative Waste at 2050 ABM [metric tonnes]'})
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df = df.rename(columns = {'variable':'Scenario',
'value':'Cumulative Waste at 2050 PV ICE [metric tonnes]'})
df['Cumulative Waste at 2050 ABM [metric tonnes]'] = [0] + list(ABM_outputs_mass_cum_2050['Cumulative Waste at 2050 ABM [metric tonnes]'].values)
df = df.drop(columns = ['year'])
df['Cumulative Waste at 2050 PV ICE [million metric tonnes]'] = df['Cumulative Waste at 2050 PV ICE [metric tonnes]'].round(0)/1000000
df['Cumulative Waste at 2050 ABM [million metric tonnes]'] = df['Cumulative Waste at 2050 ABM [metric tonnes]']/1000000
df.to_csv("r1_cum_waste_2050_ABM_comparison.csv")
filter_col = [col for col in UScum if (col.startswith('Capacity_ABM_Simulation1'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
"year": "Year",
"value": "Installed Capacity [MW]",
"variable" :"Scenario"
})
fig1.update_layout(title_text='Simulation 1: Installed Capacity', title_x=0.2)
fig1.show()
df_2050 = df[df.year.isin([2050])]
df_avg = pd.DataFrame()
df_avg['Installed Capacity at 2050 [MW]'] = [df_2050['value'].mean()]
df_avg['high'] = [df_2050['value'].max()]
df_avg['low'] = [df_2050['value'].min()]
df_avg['year'] = [2050]
print( "The installed capacity at 2050 for all scenarios is approx. " + str(df_avg['Installed Capacity at 2050 [MW]'][0]) + ' MW.')
#calculate max and min relative to average
bigger_range = max(df_avg['high'][0] - df_avg['Installed Capacity at 2050 [MW]'][0],abs(df_avg['low'][0] - df_avg['Installed Capacity at 2050 [MW]'][0]))
percent_diff = (bigger_range/df_avg['Installed Capacity at 2050 [MW]'][0]*100).round(1)
print("The percent difference that this is off by depending on the scenario is +/- " + str(percent_diff) + ' %.')
The installed capacity at 2050 for all scenarios is approx. 764795.1517845885 MW. The percent difference that this is off by depending on the scenario is +/- 0.1 %.
#simulation 2 lines
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation2'))]
df2 = UScum[filter_col]
df2 = df2.set_axis(pretty_scenarios, axis=1)
df2['year'] = list(range(1995,2051))
df2 = df2.melt(id_vars = 'year')
df2 = df2[df2.year.isin(list(range(2020,2051)))]
#simulation 1 average
s1_avg = list(df_avg_r1_virgin_material_demand_cum["value"][:].values)
fig = go.Figure()
for myscenario in pretty_scenarios:
y_values = list(df2[df2.variable.isin([myscenario])].loc[:,'value'].values)
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=y_values,
mode='lines',
name='S2 '+ myscenario))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_avg,
mode='markers',
name='S1 Average',
marker_color = 'black'))
fig.update_layout(title_text='Cumulative Virgin Material Demand: Simulations 1 and 2', title_x=0.1,
xaxis_title="Time",
yaxis_title="Material Demand [metric tonnes]",
legend_title="Scenario")
fig.show()
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation2'))]
df = UScum[filter_col]
s2_scenarios = ['S2 PV ICE Baseline','S2 Landfill Ban','S2 High material recovery and Lower recycling costs','S2 Lower recycling costs','S2 Higher landfill costs','S2 Improved lifetime','S2 Improved learning effect','S2 Reuse warranties','S2 Seeding reuse','S2 ABM Baseline']
df = df.set_axis(s2_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df[df.year.isin(list(range(2020,2051)))]
##include average line from simulation 1 yearly virgin material demand
df["S1 Average"] = list(df_avg_r1_virgin_material_demand_cum["value"][:].values)
cols = s2_scenarios + ["S1 Average"]
fig1 = px.line(df, x='year', y = cols, labels = {
'variable':'Scenario',
'value':'Virgin Material Demand [metric tonnes]',
'year':'Year'},
color_discrete_map={
"S1 Average": "black"},
line_dash_map={
"S1 Average": "dash" #get this dashed line to work
})
fig1.update_layout(title_text='Cumulative Virgin Material Demand: Simulations 1 and 2', title_x=0.1)
fig1.show()
#cumulative at 2050 results for Virgin Material Demand
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation2'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df.sort_values('value')
| year | variable | value | |
|---|---|---|---|
| 111 | 2050 | Landfill Ban | 4.088153e+07 |
| 223 | 2050 | Lower recycling costs | 4.680402e+07 |
| 167 | 2050 | High material recovery and Lower recycling costs | 4.698338e+07 |
| 279 | 2050 | Higher landfill costs | 4.727741e+07 |
| 391 | 2050 | Improved learning effect | 5.191211e+07 |
| 559 | 2050 | ABM Baseline | 5.433786e+07 |
| 503 | 2050 | Seeding reuse | 5.493626e+07 |
| 335 | 2050 | Improved lifetime | 5.580518e+07 |
| 55 | 2050 | PV ICE Baseline | 5.590785e+07 |
| 447 | 2050 | Reuse warranties | 5.595422e+07 |
#graph recycled material stacked bar chart cumulative at 2050
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation2','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation2','EOL_Recycled_2_OQ_Module_ABM_Simulation2')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios * 3
df['Recycled Material Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10
fig1 = px.bar(df, x="Scenario", y="value", color="Recycled Material Type", title="Simulation 2: Cumulative Recycled Material at 2050",
labels={'value':'Recycled Material [metric tonnes]'})
fig1.update_layout(title_x=0.2)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.78
))
fig1.show()
<ipython-input-213-e25c0380b79a>:4: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
#add above graph to recycled material bar chart from simulation 1
#simulation 1 trace
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation1','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation1','EOL_Recycled_2_OQ_Module_ABM_Simulation1')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios * 3
df['Recycled_Material_Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10
hq_closed = list(df[df.Recycled_Material_Type.isin(["HQ Closed Loop"])].loc[:,'value'].values)
hq_open = list(df[df.Recycled_Material_Type.isin(["HQ Open Loop"])].loc[:,'value'].values)
oq_open = list(df[df.Recycled_Material_Type.isin(["OQ Open Loop"])].loc[:,'value'].values)
#simulation 2 trace
filter_col = [col for col in UScum if (col.startswith(('EOL_Recycled_HQ_into_MFG_Module_ABM_Simulation2','EOL_Recycled_HQ_into_OU_Module_ABM_Simulation2','EOL_Recycled_2_OQ_Module_ABM_Simulation2')))]
df2 = UScum[filter_col]
df2['year'] = list(range(1995,2051))
df2 = df2[df2.year.isin([2050])]
df2 = df2.melt(id_vars = 'year')
df2 = df2.drop(columns = ['year'])
df2['Scenario'] = pretty_scenarios * 3
df2['Recycled_Material_Type'] = ['HQ Closed Loop'] * 10 + ['HQ Open Loop'] * 10 + ['OQ Open Loop'] * 10
hq_closed_sim2 = list(df2[df2.Recycled_Material_Type.isin(["HQ Closed Loop"])].loc[:,'value'].values)
fig = go.Figure(data=[
go.Bar(name='HQ Closed Loop S1', x=pretty_scenarios, y=hq_closed),
go.Bar(name='HQ Open Loop S1', x=pretty_scenarios, y=hq_open),
go.Bar(name='OQ Open Loop S1', x=pretty_scenarios, y=oq_open)
])
fig.add_trace(go.Scatter(x=pretty_scenarios, y=hq_closed_sim2,
mode='markers',
name='HQ Closed Loop S2'))
# Change the bar mode
fig.update_layout(barmode='stack', title_text = 'Cumulative Recycled Material at 2050: Simulations 1 and 2',
title_x = 0.4, xaxis_title="Scenario",
yaxis_title="Recycled Material [metric tonnes]",
legend_title="Recycled Material Type")
fig.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.78
))
fig.show()
<ipython-input-212-dbdfe73e3a58>:5: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy <ipython-input-212-dbdfe73e3a58>:19: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation2'))]
df = USyearly[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'variable', labels={
"year": "Year",
"value": "Waste [metric tonnes]",
"variable" :"Scenario"
})
fig1.update_layout(title_text='Simulation 2: Yearly Waste', title_x=0.25)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
#use max and min lines from simulation 1 for simulation 2 yearly waste
#simulation 2 lines
filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation2'))]
df2 = USyearly[filter_col]
df2 = df2.set_axis(pretty_scenarios, axis=1)
df2['year'] = list(range(1995,2051))
df2 = df2.melt(id_vars = 'year')
df2 = df2[df2.year.isin(list(range(2020,2051)))]
#simulation 1 lines
filter_col = [col for col in USyearly if (col.startswith('Waste_Module_ABM_Simulation1'))]
df1 = USyearly[filter_col]
df1 = df1.set_axis(pretty_scenarios, axis=1)
df1['year'] = list(range(1995,2051))
df1 = df1.melt(id_vars = 'year')
df1 = df1[df1.year.isin(list(range(2020,2051)))]
s1_landfill_ban = list(df1[df1.variable.isin(['Landfill Ban'])].loc[:,'value'].values) #max value from sim 1
s1_reuse_warranties = list(df1[df1.variable.isin(['Reuse warranties'])].loc[:,'value'].values) #min value from sim 1
s1_abm_baseline = list(df1[df1.variable.isin(['ABM Baseline'])].loc[:,'value'].values) #abm baseline from sim 1
fig = go.Figure()
for myscenario in pretty_scenarios:
y_values = list(df2[df2.variable.isin([myscenario])].loc[:,'value'].values)
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=y_values,
mode='lines',
name='S2 '+ myscenario))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_landfill_ban,
mode='markers',
name='S1 Landfill Ban'))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_reuse_warranties,
mode='markers',
name='S1 Reuse Warranties'))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=s1_abm_baseline,
mode='markers',
name='S1 ABM Baseline'))
fig.update_layout(title_text='Yearly Waste: Simulations 1 and 2', title_x=0.2,
xaxis_title="Time",
yaxis_title="Waste [metric tonnes]",
legend_title="Scenario")
fig.show()
#cumulative at 2050 results for Waste
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation2'))]
df = UScum[filter_col]
df = df.set_axis(pretty_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
df = df[df.year.isin([2050])]
df.sort_values('value')
| year | variable | value | |
|---|---|---|---|
| 111 | 2050 | Landfill Ban | 2.061617e+06 |
| 223 | 2050 | Lower recycling costs | 7.984080e+06 |
| 167 | 2050 | High material recovery and Lower recycling costs | 8.163448e+06 |
| 279 | 2050 | Higher landfill costs | 8.437182e+06 |
| 391 | 2050 | Improved learning effect | 1.308921e+07 |
| 559 | 2050 | ABM Baseline | 1.551551e+07 |
| 503 | 2050 | Seeding reuse | 1.607059e+07 |
| 55 | 2050 | PV ICE Baseline | 1.680429e+07 |
| 335 | 2050 | Improved lifetime | 1.698432e+07 |
| 447 | 2050 | Reuse warranties | 1.713435e+07 |
#cumulative waste at 2050 bar chart sim 1 vs. sim 2
x_labels = [pretty_scenarios[1]] + ['High material recovery /nand lower recycling costs'] + pretty_scenarios[3:5]
#simulation 1 trace
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation1'))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df[df.year.isin([2050])]
df = df.melt(id_vars = 'year')
df = df.drop(columns = ['year'])
df['Scenario'] = pretty_scenarios
df = df[df.Scenario.isin(pretty_scenarios[1:5])]
s1_waste = list(df.loc[:,'value'].values)
#simulation 2 trace
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation2'))]
df2 = UScum[filter_col]
df2['year'] = list(range(1995,2051))
df2 = df2[df2.year.isin([2050])]
df2 = df2.melt(id_vars = 'year')
df2 = df2.drop(columns = ['year'])
df2['Scenario'] = pretty_scenarios
df2 = df2[df2.Scenario.isin(pretty_scenarios[1:5])]
s2_waste = list(df2.loc[:,'value'].values)
fig = go.Figure(data=[
go.Bar(name='S1', x=x_labels, y=s1_waste, width = [0.5,0.5,0.5,0.5])
])
fig.add_trace(go.Scatter(x=x_labels, y=s2_waste,
mode='markers',
name='S2',
marker=dict(size=[30, 30, 30, 30])))
# Change the bar mode
fig.update_layout(title_text = 'Cumulative Waste at 2050: Simulations 1 and 2',
title_x = 0.5, xaxis_title="Scenario",
yaxis_title="Waste [metric tonnes]",
legend_title="Simulation", width = 1000, height = 600)
fig.update_xaxes(tickangle=20)
fig.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig.show()
<ipython-input-203-b95473a033c9>:7: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy <ipython-input-203-b95473a033c9>:19: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in UScum if (col.startswith('Waste_Module_ABM_Simulation3'))]
df = UScum[filter_col]
#pretty_repair_scenarios = ['Improved Learning Effect', 'ABM Baseline', 'Landfill Ban']
#df = df.set_axis(pretty_repair_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][30:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][28]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
"year": "Year",
"value": "Cumulative Waste [metric tonnes]",
"reliability_bin":"Reliability Bin"
})
fig1.update_layout(title_text='Simulation 3: Cumulative Waste for Different Reliability Bins', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
<ipython-input-190-a5f144fa3134>:5: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in UScum if (col.startswith('VirginStock_Module_ABM_Simulation3'))]
df = UScum[filter_col]
#pretty_repair_scenarios = ['Improved Learning Effect', 'ABM Baseline', 'Landfill Ban']
#df = df.set_axis(pretty_repair_scenarios, axis=1)
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][36:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][34]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
"year": "Year",
"value": "Cumulative Virgin Material Demand [metric tonnes]",
"reliability_bin":"Reliability Bin"
})
fig1.update_layout(title_text='Simulation 3: Cumulative Virgin Material Demand for Different Reliability Bins', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
<ipython-input-191-176bf71daf16>:5: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in UScum if (col.startswith('Capacity_ABM_Simulation3'))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][26:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][24]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
df
<ipython-input-124-15256761d6ce>:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
| year | value | scenario | reliability_bin | |
|---|---|---|---|---|
| 25 | 2020 | 78539.810610 | better_learning | A |
| 26 | 2021 | 107901.938944 | better_learning | A |
| 27 | 2022 | 137107.416202 | better_learning | A |
| 28 | 2023 | 155478.756620 | better_learning | A |
| 29 | 2024 | 173735.241426 | better_learning | A |
| ... | ... | ... | ... | ... |
| 667 | 2046 | 671536.001014 | landfill_ban | D |
| 668 | 2047 | 690231.982422 | landfill_ban | D |
| 669 | 2048 | 707385.729644 | landfill_ban | D |
| 670 | 2049 | 741181.973775 | landfill_ban | D |
| 671 | 2050 | 773303.140105 | landfill_ban | D |
372 rows × 4 columns
filter_col = [col for col in UScum if (col.startswith('Capacity_ABM_Simulation3'))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][26:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][24]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
df = df[df.scenario.isin(['juliens_baseline'])]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', labels={
"year": "Year",
"value": "Installed Capacity [MW]",
"reliability_bin":"Reliability Bin"
})
fig1.update_layout(title_text='Simulation 3: ABM Baseline Installed Capacity for Different Reliability Bins', title_x=0.45)
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
#fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
<ipython-input-192-1a5be957e304>:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
#############################SILVANA PLEASE LOOK HERE
filter_col = [col for col in UScum if (col.startswith(('Capacity_ABM_Simulation4A','Capacity_ABM_Simulation4B','Capacity_ABM_Simulation4C','Capacity_ABM_Simulation4D')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][26:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][24]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
df = df[df.scenario.isin(['juliens_baseline'])]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', labels={
"year": "Year",
"value": "Installed Capacity [MW]",
"reliability_bin":"Reliability Bin"
})
fig1.update_layout(title_text='Simulation 4: ABM Baseline Installed Capacity for Different Reliability Bins', title_x=0.45)
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
#fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
#fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
<ipython-input-245-0f4c2a6bb0a4>:4: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in UScum if (col.startswith(('new_Installed_Capacity_[MW]_ABM_Simulation4A','new_Installed_Capacity_[MW]_ABM_Simulation4B','new_Installed_Capacity_[MW]_ABM_Simulation4C','new_Installed_Capacity_[MW]_ABM_Simulation4D')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][45:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][43]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
"year": "Year",
"value": "Cumulative Waste [metric tonnes]",
"reliability_bin":"Reliability Bin"
})
fig1.update_layout(title_text='Simulation 4: Cumulative New Installs for Different Reliability Bins with Fewer New Installs', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
<ipython-input-244-29b6b5ff7a8c>:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
filter_col = [col for col in UScum if (col.startswith(('VirginStock_Module_ABM_Simulation4A','VirginStock_Module_ABM_Simulation4B','VirginStock_Module_ABM_Simulation4C','VirginStock_Module_ABM_Simulation4D')))]
df = UScum[filter_col]
df['year'] = list(range(1995,2051))
df = df.melt(id_vars = 'year')
scenario_splices = []
for i in range(0,len(df['variable'])):
scenario_splices += [df.loc[i,'variable'][36:]]
quality_splices = []
for i in range(0,len(df['variable'])):
quality_splices += [df.loc[i,'variable'][34]]
df['scenario'] = scenario_splices
df['reliability_bin'] = quality_splices
df = df.drop("variable", axis=1)
df = df[df.year.isin(list(range(2020,2051)))]
fig1 = px.line(df, x='year', y='value', color = 'reliability_bin', facet_col = 'scenario', labels={
"year": "Year",
"value": "Material Demand [metric tonnes]",
"reliability_bin":"Reliability Bin"
})
fig1.update_layout(title_text='Simulation 4: Cumulative Virgin Material Demand for Different Reliability Bins with Fewer New Installs', title_x=0.5)
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=better_learning", "Improved Learning Effect")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=juliens_baseline", "ABM Baseline")))
fig1.for_each_annotation(lambda a: a.update(text=a.text.replace("scenario=landfill_ban", "Landfill Ban")))
fig1.update_xaxes(tickangle=-45)
fig1.update_layout(legend=dict(
yanchor="top",
y=0.99,
xanchor="left",
x=0.01
))
fig1.show()
<ipython-input-196-6a5e29545005>:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
df = ABM_outputs.rename(columns={'mass_fraction_PV_materials_repaired_milliontonnes':'Repaired',
'mass_fraction_PV_materials_reused_milliontonnes':'Reused',
'mass_fraction_PV_materials_recycled_milliontonnes':'Recycled',
'mass_fraction_PV_materials_landfilled_milliontonnes':'Landfilled',
'mass_fraction_PV_materials_stored_milliontonnes':'Stored'})
df['Scenario'] = [pretty_scenarios[1]] * 31 + [pretty_scenarios[2]] * 31 + [pretty_scenarios[3]] * 31 + [pretty_scenarios[4]] * 31 + [pretty_scenarios[5]] * 31 + [pretty_scenarios[6]] * 31 + [pretty_scenarios[7]] * 31 + [pretty_scenarios[8]] * 31 + [pretty_scenarios[9]] * 31
df = df.melt(id_vars = ('Year','Scenario'))
fig1 = px.bar(df, x="Year", y="value", color="variable", title="ABM Outputs: Yearly Mass Fraction of Material in EOL Pathways",
labels={'value':'Mass Fraction',
'variable':'EOL Pathway'},
facet_col = 'Scenario',
facet_col_wrap=3, width = 1200, height = 1000)
fig1.update_layout(title_x=0.5)
fig1.update_xaxes(tickangle=-45)
fig1.show()
file_scenario_names = ABM_outputs_mass_yearly['Scenario'].unique().tolist()
ABM_outputs_mass_yearly = ABM_outputs_mass_yearly.replace(file_scenario_names, pretty_scenarios[1:])
fig1 = px.line(ABM_outputs_mass_yearly, x='Year', y='Waste', color = 'Scenario',
labels = {'Waste':'Waste [metric tonnes]'})
fig1.update_layout(title_text='ABM Outputs: Yearly Waste', title_x=0.2)
fig1.show()
file_scenario_names = ABM_outputs_mass_cum['Scenario'].unique().tolist()
ABM_outputs_mass_cum = ABM_outputs_mass_cum.replace(file_scenario_names, pretty_scenarios[1:])
fig1 = px.line(ABM_outputs_mass_cum, x='Year', y='Waste', color = 'Scenario',
labels = {'Waste':'Waste [metric tonnes]'})
fig1.update_layout(title_text='ABM Outputs: Cumulative Waste', title_x=0.2)
fig1.show()
##graphing ABM inputs: yearly new installs
ABM_input_cum_installs = pd.read_csv(r'..\baselines\ABM\abm_input_cum_capacity.csv')
#undo cumsum to get yearly new installs
#change ABM_outputs_mass_cum cumulatives to yearly
ABM_input_yearly_installs = ABM_input_cum_installs.copy()
installs_diff = ABM_input_cum_installs.diff().fillna(0).astype(int)
ABM_input_yearly_installs['Yearly New Installs [MW]'] = installs_diff['Cumulative_PV_capacity_MW']
ABM_input_yearly_installs
| Year | Cumulative_PV_capacity_MW | Yearly New Installs [MW] | |
|---|---|---|---|
| 0 | 2020 | 40.921000 | 0 |
| 1 | 2021 | 47.713886 | 6 |
| 2 | 2022 | 55.634391 | 7 |
| 3 | 2023 | 64.869700 | 9 |
| 4 | 2024 | 75.638070 | 10 |
| 5 | 2025 | 88.193990 | 12 |
| 6 | 2026 | 102.834192 | 14 |
| 7 | 2027 | 119.904668 | 17 |
| 8 | 2028 | 139.808843 | 19 |
| 9 | 2029 | 163.017111 | 23 |
| 10 | 2030 | 190.077951 | 27 |
| 11 | 2031 | 221.630891 | 31 |
| 12 | 2032 | 231.604281 | 9 |
| 13 | 2033 | 242.026474 | 10 |
| 14 | 2034 | 252.917665 | 10 |
| 15 | 2035 | 264.298960 | 11 |
| 16 | 2036 | 276.192413 | 11 |
| 17 | 2037 | 288.621072 | 12 |
| 18 | 2038 | 301.609020 | 12 |
| 19 | 2039 | 315.181426 | 13 |
| 20 | 2040 | 329.364590 | 14 |
| 21 | 2041 | 344.185997 | 14 |
| 22 | 2042 | 359.674367 | 15 |
| 23 | 2043 | 375.859713 | 16 |
| 24 | 2044 | 392.773400 | 16 |
| 25 | 2045 | 410.448203 | 17 |
| 26 | 2046 | 428.918373 | 18 |
| 27 | 2047 | 448.219699 | 19 |
| 28 | 2048 | 468.389586 | 20 |
| 29 | 2049 | 489.467117 | 21 |
| 30 | 2050 | 511.493137 | 22 |
fig = go.Figure()
abm_y_values = list(ABM_input_yearly_installs['Yearly New Installs [MW]'].values)
ef_y_values = list(r2.scenario['landfill_ban'].data["new_Installed_Capacity_[MW]"].values)
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=abm_y_values,
mode='lines',
name='ABM New Installs'))
fig.add_trace(go.Scatter(x=list(range(2020,2051)), y=ef_y_values,
mode='lines',
name='Electrification Futures New Installs'))
fig.update_layout(title_text='Yearly New Installs', title_x=0.3,
xaxis_title="Time",
yaxis_title="Yearly New Installs [MW]",
legend_title="Model")
fig.show()
yearly_scenario_comparison = pd.DataFrame()
#use scenarios as values
years = USyearly.index
yearly_scenario_comparison['@timeseries|Year'] = list(years)
scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
#virgin material demand columns
for myscenario in scenarios:
better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
virgin_material_demand = USyearly['VirginStock_glass_ABM_Simulation_' + myscenario] + USyearly['VirginStock_aluminium_frames_ABM_Simulation_' + myscenario] + USyearly['VirginStock_silver_ABM_Simulation_' + myscenario] + USyearly['VirginStock_silicon_ABM_Simulation_' + myscenario] + USyearly['VirginStock_copper_ABM_Simulation_' + myscenario]
yearly_scenario_comparison['@value|TotalVirginMaterialDemand|' + better_scenario_name + '#MetricTonnes'] = list(virgin_material_demand.values)
#EOL material columns
for myscenario in scenarios:
better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
total_eol_material = USyearly['Waste_EOL_glass_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_aluminium_frames_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_silver_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_silicon_ABM_Simulation_' + myscenario] + USyearly['Waste_EOL_copper_ABM_Simulation_' + myscenario]
yearly_scenario_comparison['@value|TotalEOLMaterial|' + better_scenario_name + '#MetricTonnes'] = list(total_eol_material.values)
yearly_scenario_comparison.to_csv('ABM_Yearly, with Scenario Comparison, Materials Summed.csv')
cumulative_ABM = pd.DataFrame()
scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
list1 = []
for myscenario in pretty_scenarios:
list1 += [myscenario] * (2050-1994)
cumulative_ABM['@scenario|Intervention Scenario'] = list1
years = USyearly.index
cumulative_ABM['@timeseries|Year'] = list(years) * 10
#Virgin Material Demand Columns
materials = ['glass','aluminium_frames','silver','silicon','copper']
pretty_materials = ['Glass','AluminiumFrames','Silver','Silicon','Copper']
for mymaterial in materials:
better_material_name = pretty_materials[materials.index(mymaterial)]
virgin_material_demand = []
for myscenario in scenarios:
virgin_material_demand += list(UScum['VirginStock_'+ mymaterial + '_ABM_Simulation_'+ myscenario].values)
cumulative_ABM['@value|VirginMaterialDemand|' + better_material_name + '#MetricTonnes'] = virgin_material_demand
#EOL Material Columns
materials = ['glass','aluminium_frames','silver','silicon','copper']
pretty_materials = ['Glass','AluminiumFrames','Silver','Silicon','Copper']
for mymaterial in materials:
better_material_name = pretty_materials[materials.index(mymaterial)]
eol_material = []
for myscenario in scenarios:
eol_material += list(UScum['Waste_EOL_'+ mymaterial + '_ABM_Simulation_'+ myscenario].values)
cumulative_ABM['@value|EOLMaterial|' + better_material_name + '#MetricTonnes'] = eol_material
#filter for decade increments
df_new = cumulative_ABM.rename(columns={'@timeseries|Year':'year'})
cumulative_ABM = cumulative_ABM[df_new.year.isin([2020, 2030,2040,2050])]
cumulative_ABM = cumulative_ABM.rename(columns={'year':'@timeseries|Year'})
cumulative_ABM.to_csv('ABM_Cumulative with Decade Increments.csv')
#create a cumulative at 2050 file
cumulative_ABM_2050 = pd.DataFrame()
cumulative_ABM_2050["@scenario|PVICEOutput"] = ['Virgin Material Demand MT','EOL Material MT','Installed Capacity MW']
cumulative_ABM_2050["@timeseries|Year"] = [2050,2050,2050]
UScum2050 = UScum.iloc[-1:]
scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
list1 = []
for myscenario in scenarios:
better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
virgin_material_demand = [UScum2050['VirginStock_Module_ABM_Simulation_' + myscenario].values] #MT
eol_material = [UScum2050['Waste_EOL_Module_ABM_Simulation_' + myscenario].values] #MT
installed_capacity = [UScum2050['Capacity_ABM_Simulation_' + myscenario].values/1000000] #MW
cumulative_ABM_2050['@value|InterventionScenario|'+better_scenario_name+'#Units'] = virgin_material_demand + eol_material + installed_capacity
cumulative_ABM_2050 = cumulative_ABM_2050.applymap(str)
colnames = list(cumulative_ABM_2050.columns)[1:]
for col in colnames:
cumulative_ABM_2050[col] = cumulative_ABM_2050[col].str.strip('[]')
cumulative_ABM_2050.to_csv('ABM_cumulative_at_2050_toOPENEI.csv')
#Create installed capacity CSV
installed_capacity = pd.DataFrame()
years = USyearly.index
installed_capacity['@timeseries|Year'] = years
scenarios = ['standard_PVICE','landfill_ban','high_mat_recovery_cheap_recycling','cheap_recycling','high_landfill_costs','better_lifetime','better_learning','reuse_warranties','seeding_reuse','juliens_baseline']
pretty_scenarios = ['PV ICE Baseline','Landfill Ban','High material recovery and Lower recycling costs','Lower recycling costs','Higher landfill costs','Improved lifetime','Improved learning effect','Reuse warranties','Seeding reuse','ABM Baseline']
for myscenario in scenarios:
capacity = UScum['Capacity_ABM_Simulation_'+ myscenario]
better_scenario_name = pretty_scenarios[scenarios.index(myscenario)]
installed_capacity['@value|InstalledCapacity|' + better_scenario_name + '#MW'] = list(capacity.values/1000000) #convert from W to MW
installed_capacity.to_csv('ABM_installed_capacity.csv')